Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch
This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.
#计算机科学#Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch
#计算机科学#Implementation of Video Diffusion Models, Jonathan Ho's new paper extending DDPMs to Video Generation - in Pytorch
Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,efficientdet,edgenext,efficientformer,efficientnet,eva,fasternet,fastervit,fastvit,flexivit,gcvit,ghostnet,gpvit,hornet,hiera,iformer,inceptionnext,...
Unofficial PyTorch implementation of Denoising Diffusion Probabilistic Models
Multimodal AI Story Teller, built with Stable Diffusion, GPT, and neural text-to-speech
#计算机科学#A Euclidean diffusion model for structure-based drug design.
A minimal implementation of diffusion models for text generation
Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"
Creating a diffusion model from scratch in PyTorch to learn exactly how they work.
Official pytorch implementation of the paper: "An Edit Friendly DDPM Noise Space: Inversion and Manipulations". CVPR 2024.
PyTorch Implementation of DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANs
[NeurIPS 2022, T-PAMI 2023] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models
PyTorch implementation of DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (focused on DiffSpeech)
#计算机科学#Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)
IDDM (Industrial, landscape, animate, spectrogram...), support DDPM, DDIM, PLMS, webui and distributed training. Pytorch实现扩散模型，生成模型，分布式训练
CVPR Workshop paper - AnoDDPM: Anomaly Detection with Denoising Diffusion Probabilistic Models using Simplex Noise
Emote Portrait Alive - using ai to reverse engineer code from white paper. (abandoned)